Table 3.

Effect of training, testing and validation data ratio on the R and MSE.

No.	% of Training data	% of testing data	% of Validation data	R	MSE
1	5	50	45	0.89518	0.0634
2	15	45	40	0.92527	0.105
3	25	40	35	0.93334	0.109
4	35	35	30	0.9374	0.106
5	45	30	25	0.9371	0.109
6	55	25	20	0.9388	0.110
7	65	20	15	0.9402	0.110
8	75	15	10	0.9391	0.110
9	85	10	5	0.9407	0.110